updated

mcp_server.py

@@ -93,7 +93,7 @@ analyzer = WeedPressureAnalyzer()
 # These functions provide structured data access for LLMs and can be exposed as MCP resources
 # To activate: uncomment the @gr.mcp.resource decorators below
 
-# @gr.mcp.resource("agricultural://plots")
+@gr.mcp.resource("agricultural://plots")
 def get_available_plots_resource() -> str:
     """Get list of all available agricultural plots from the dataset"""
     try:
@@ -102,7 +102,7 @@ def get_available_plots_resource() -> str:
     except Exception as e:
         return f"Error loading plots: {str(e)}"
 
-# @gr.mcp.resource("agricultural://crops")
+@gr.mcp.resource("agricultural://crops")
 def get_available_crops_resource() -> str:
     """Get list of all crop types in the dataset"""
     try:
@@ -111,7 +111,7 @@ def get_available_crops_resource() -> str:
     except Exception as e:
         return f"Error loading crops: {str(e)}"
 
-# @gr.mcp.resource("agricultural://years")
+@gr.mcp.resource("agricultural://years")
 def get_available_years_resource() -> str:
     """Get range of years available in the dataset"""
     try:
@@ -121,7 +121,7 @@ def get_available_years_resource() -> str:
     except Exception as e:
         return f"Error loading years: {str(e)}"
 
-# @gr.mcp.resource("agricultural://dataset-info")
+@gr.mcp.resource("agricultural://dataset-info")
 def get_dataset_info() -> str:
     """Get comprehensive information about the agricultural dataset"""
     try:
@@ -144,7 +144,7 @@ Agricultural Dataset Information:
     except Exception as e:
         return f"Error loading dataset info: {str(e)}"
 
-# @gr.mcp.resource("agricultural://plot/{plot_name}")
+@gr.mcp.resource("agricultural://plot/{plot_name}")
 def get_plot_info(plot_name: str) -> str:
     """Get detailed information about a specific agricultural plot"""
     try:
@@ -171,7 +171,7 @@ Plot Information: {plot_name}
     except Exception as e:
         return f"Error loading plot info: {str(e)}"
 
-# @gr.mcp.resource("agricultural://crop/{crop_type}")
+@gr.mcp.resource("agricultural://crop/{crop_type}")
 def get_crop_info(crop_type: str) -> str:
     """Get information about a specific crop type and its cultivation patterns"""
     try:
@@ -199,7 +199,7 @@ Crop Information: {crop_type}
     except Exception as e:
         return f"Error loading crop info: {str(e)}"
 
-# @gr.mcp.resource("agricultural://year/{year}")
+@gr.mcp.resource("agricultural://year/{year}")
 def get_year_summary(year: int) -> str:
     """Get summary of agricultural activities for a specific year"""
     try:
@@ -228,7 +228,7 @@ Year Summary: {year}
     except Exception as e:
         return f"Error loading year summary: {str(e)}"
 
-# @gr.mcp.resource("agricultural://herbicide-usage")
+@gr.mcp.resource("agricultural://herbicide-usage")
 def get_herbicide_usage_summary() -> str:
     """Get comprehensive summary of herbicide usage patterns"""
     try:
@@ -268,7 +268,7 @@ Herbicide Usage Summary:
     except Exception as e:
         return f"Error loading herbicide usage summary: {str(e)}"
 
-# @gr.mcp.resource("agricultural://predictions/2025-2027")
+@gr.mcp.resource("agricultural://predictions/2025-2027")
 def get_predictions_summary() -> str:
     """Get summary of weed pressure predictions for 2025-2027"""
     try:
@@ -298,7 +298,7 @@ Weed Pressure Predictions 2025-2027:
     except Exception as e:
         return f"Error loading predictions summary: {str(e)}"
 
-# @gr.mcp.resource("agricultural://recommendations/sensitive-crops")
+@gr.mcp.resource("agricultural://recommendations/sensitive-crops")
 def get_recommendations_summary() -> str:
     """Get summary of plot recommendations for sensitive crops (pois, haricot)"""
     try:
@@ -331,7 +331,7 @@ Sensitive Crop Recommendations (Pois, Haricot):
     except Exception as e:
         return f"Error loading recommendations summary: {str(e)}"
 
-# @gr.mcp.resource("agricultural://plot/{plot_name}/predictions")
+@gr.mcp.resource("agricultural://plot/{plot_name}/predictions")
 def get_plot_predictions(plot_name: str) -> str:
     """Get weed pressure predictions for a specific plot"""
     try: